Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005372

The MH-36 locality cells most similar to this Sangli cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.223

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000135

distance 0.223 · cross-district

#2 · Sanglicell 4930005581

distance 0.224

#3 · Buldhanacell 4720005311

distance 0.224 · cross-district

#4 · Solapurcell 4960000053

distance 0.227 · cross-district

#5 · Beedcell 4700003040

distance 0.23 · cross-district

#6 · Sanglicell 4930005251

distance 0.232

#7 · Buldhanacell 4720003667

distance 0.237 · cross-district

#8 · Nashikcell 4870007183

distance 0.247 · cross-district

#9 · Beedcell 4700003569

distance 0.25 · cross-district

#10 · Solapurcell 4960000395

distance 0.25 · cross-district

#11 · Sanglicell 4930005592

distance 0.252

#12 · Sanglicell 4930005244

distance 0.253

#13 · Buldhanacell 4720003954

distance 0.254 · cross-district

#14 · Sanglicell 4930005245

distance 0.255

#15 · Beedcell 4700005070

distance 0.26 · cross-district

#16 · Beedcell 4700003734

distance 0.261 · cross-district

#17 · Sanglicell 4930005252

distance 0.261

#18 · Buldhanacell 4720005462

distance 0.262 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":493,"cluster_id":4930005372}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.